Iteratively Refined Image Reconstruction with Learned Attentive Regularizers

Author:

Pourya Mehrsa1ORCID,Neumayer Sebastian2ORCID,Unser Michael1ORCID

Affiliation:

1. Biomedical Imaging Group, EPFL, Lausanne, Switzerland

2. Professorship of Inverse Problems, TU Chemnitz, Chemnitz, Germany

Funder

European Research Council

Swiss National Science Foundation

Publisher

Informa UK Limited

Reference49 articles.

1. Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks

2. Scherzer, O., Grasmair, M., Grossauer, H., Haltmeier, M., Lenzen, F. (2009). Variational Methods in Imaging, volume 167 of Applied Mathematical Sciences. New York: Springer.

3. Solution of incorrectly formulated problems and the regularization method;Tikhonov A. N.;Soviet Math,1963

4. Compressed sensing

5. A theory for multiresolution signal decomposition: the wavelet representation

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